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David Bolin - University of Gothenburg, Sweden Till startsida
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David Bolin

Senior lecturer

David Bolin
Senior lecturer
bodavid@chalmers.se
+46 31-772 5375

Room number: H3028
Visiting Address: Chalmers tvärgata 3 , 41296 Göteborg


Applied Mathematics and Statistics at Department of Mathematical Sciences (More Information)
412 96 Göteborg
Visiting Address: Chalmers Tvärgata 3 , 412 96 Göteborg

About David Bolin

My primary research areas are spatial statistics, spatio-temporal modeling, and computationally efficient inference methods for analysis of large data sets.

Se also http://www.chalmers.se/en/Staff/Pages/david-bolin.aspx

Latest publications

Multivariate type G Matern stochastic partial differential equation random fields
David Bolin, J. Wallin
Journal of the Royal Statistical Society Series B-Statistical Methodology, Journal article 2020
Journal article

The Rational SPDE Approach for Gaussian Random Fields With General Smoothness
David Bolin, Kristin Kirchner
Journal of Computational and Graphical Statistics, Journal article 2019
Journal article

A Bayesian General Linear Modeling Approach to Cortical Surface fMRI Data Analysis
A. F. Mejia, Y. Yue, David Bolin, F. Lindgren, M. A. Lindquist
Journal of the American Statistical Association, Journal article 2019
Journal article

Latent Gaussian random field mixture models
David Bolin, J. Wallin, F. Lindgren
Computational Statistics & Data Analysis, Journal article 2019
Journal article

Spatial modeling with R-INLA: A review
H. Rue, G. A. Fuglstad, A. Riebler, David Bolin, J. Illian et al.
Wiley Interdisciplinary Reviews-Computational Statistics, Review article 2018
Review article

Efficient Adaptive MCMC Through Precision Estimation
J. Wallin, David Bolin
Journal of Computational and Graphical Statistics, Journal article 2018
Journal article

Efficient Covariance Approximations for Large Sparse Precision Matrices
P. Siden, F. Lindgren, David Bolin, M. Villani
Journal of Computational and Graphical Statistics, Journal article 2018
Journal article

Level set Cox processes
Anders Hildeman, David Bolin, J. Wallin, J. B. Illian
Spatial Statistics, Journal article 2018
Journal article

Showing 11 - 20 of 30

2018

Calculating Probabilistic Excursion Sets and Related Quantities Using excursions
David Bolin, F. Lindgren
Journal of Statistical Software, Journal article 2018
Journal article

2017

Quantifying the uncertainty of contour maps
David Bolin, Finn Lindgren
Journal of Computational And Graphical Statistics, Journal article 2017
Journal article

2016

Fast Bayesian whole-brain fMRI analysis with spatial 3D priors
Per Sidén, Anders Eklund, David Bolin, Mattias Villani
NeuroImage, Journal article 2016
Journal article

Spatially adaptive covariance tapering
David Bolin, Jonas Wallin
Spatial Statistics, Journal article 2016
Journal article

Calibrating regionally downscaled precipitation over Norway through quantile-based approaches
David Bolin, Arnoldo Frigessi, Peter Guttorp, Ola Haug, Elisabeth Orskaug et al.
Advances in Statistical Climatology, Meteorology and Oceanography, Journal article 2016
Journal article

2015

Statistical Modeling and Estimation of Censored Pathloss Data
C. Gustafson, T. Abbas, David Bolin, F. Tufvesson
IEEE Wireless Communications Letters, Journal article 2015
Journal article

Geostatistical Modelling Using Non-Gaussian Matern Fields
Jonas Wallin, David Bolin
Scandinavian Journal of Statistics, Journal article 2015
Journal article

Statistical Prediction of Global Sea Level From Global Temperature
David Bolin, P. Guttorp, A. Januzzi, D. Jones, M. Novak et al.
Statistica Sinica, Journal article 2015
Journal article

Excursion and contour uncertainty regions for latent Gaussian models
David Bolin, Finn Lindgren
Journal of The Royal Statistical Society Series B-statistical Methodology, Journal article 2015
Journal article

Showing 11 - 20 of 30

Page Manager: Webmaster|Last update: 4/19/2017
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